Children
Sign in to add trainee| Abdallah Chehade | grad student | 2017 | UW Madison |
| Xiaochen Xian | grad student | 2019 | UW Madison |
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Publications
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| Wang D, Liu K, Zhang X, et al. (2020) Spatiotemporal Multitask Learning for 3-D Dynamic Field Modeling Ieee Transactions On Automation Science and Engineering. 17: 708-721 |
| Wang D, Liu K, Zhang X. (2020) Spatiotemporal Thermal Field Modeling Using Partial Differential Equations With Time-Varying Parameters Ieee Transactions On Automation Science and Engineering. 17: 646-657 |
| Xian X, Ye H, Wang X, et al. (2020) Spatiotemporal Modeling and Real-Time Prediction of Origin-Destination Traffic Demand Technometrics. 1-13 |
| Kim M, Ou E, Loh P, et al. (2020) RNN-Based online anomaly detection in nuclear reactors for highly imbalanced datasets with uncertainty Nuclear Engineering and Design. 364: 110699 |
| Kim M, Song C, Liu K. (2019) A Generic Health Index Approach for Multisensor Degradation Modeling and Sensor Selection Ieee Transactions On Automation Science and Engineering. 16: 1426-1437 |
| Feng T, Qian X, Liu K, et al. (2019) Dynamic Inspection of Latent Variables in State-Space Systems Ieee Transactions On Automation Science and Engineering. 16: 1232-1243 |
| Xian X, Li J, Liu K. (2019) Causation-Based Monitoring and Diagnosis for Multivariate Categorical Processes With Ordinal Information Ieee Transactions On Automation Science and Engineering. 16: 886-897 |
| Chehade A, Liu K. (2019) Structural Degradation Modeling Framework for Sparse Data Sets With an Application on Alzheimer’s Disease Ieee Transactions On Automation Science and Engineering. 16: 192-205 |
| Xian X, Zhang C, Bonk S, et al. (2019) Online monitoring of big data streams: A rank-based sampling algorithm by data augmentation Journal of Quality Technology. 1-19 |
| Lin Y, Liu K, Byon E, et al. (2018) A Collaborative Learning Framework for Estimating Many Individualized Regression Models in a Heterogeneous Population Ieee Transactions On Reliability. 67: 328-341 |